Outputs (6)

A tool for generating synthetic data (2018)
Presentation / Conference Contribution
Peng, T., & Telle, A. (2018). A tool for generating synthetic data. In DATA '18 Proceedings of the First International Conference on Data Science, E-learning and Information Systems. https://doi.org/10.1145/3279996.3280018

It is popular to use real-world data to evaluate data mining techniques. However, there are some disadvantages to use real-world data for such purposes. Firstly, real-world data in most domains is difficult to obtain for several reasons, such as budg... Read More about A tool for generating synthetic data.

How data science can advance mental health research (2018)
Journal Article
Russ, T. C., Woelbert, E., Davis, K. A. S., Hafferty, J. D., Ibrahim, Z., Inkster, B., John, A., Lee, W., Maxwell, M., McIntosh, A. M., Stewart, R., & MQ Data Science Group. (2018). How data science can advance mental health research. Nature Human Behaviour, https://doi.org/10.1038/s41562-018-0470-9

Accessibility of powerful computers and availability of so-called big data from a variety of sources means that data science approaches are becoming pervasive. However, their application in mental health research is often considered to be at an earli... Read More about How data science can advance mental health research.

Cross-modality interactive attention network for multispectral pedestrian detection (2018)
Journal Article
Zhang, L., Liu, Z., Zhang, S., Yang, X., Qiao, H., Huang, K., & Hussain, A. (2019). Cross-modality interactive attention network for multispectral pedestrian detection. Information Fusion, 50, 20-29. https://doi.org/10.1016/j.inffus.2018.09.015

Multispectral pedestrian detection is an emerging solution with great promise in many around-the-clock applications, such as automotive driving and security surveillance. To exploit the complementary nature and remedy contradictory appearance between... Read More about Cross-modality interactive attention network for multispectral pedestrian detection.

The Privacy and Security Implications of Open Data in Healthcare: A Contribution from the IMIA Open Source Working Group (2018)
Journal Article
Kobayashi, S., Kane, T., & Paton, C. (2018). The Privacy and Security Implications of Open Data in Healthcare: A Contribution from the IMIA Open Source Working Group. IMIA Yearbook of Medical Informatics, https://doi.org/10.1055/s-0038-1641201

Objective: The International Medical Informatics Association (IMIA) Open Source Working Group (OSWG) initiated a group discussion to discuss current privacy and security issues in the open data movement in the healthcare domain from the perspective o... Read More about The Privacy and Security Implications of Open Data in Healthcare: A Contribution from the IMIA Open Source Working Group.

A Position Statement on Population Data Science: The science of data about people (2018)
Journal Article
McGrail, K., Jones, K., Akbari, A., Bennett, T., Boyd, A., Carinci, F., Cui, X., Denaxas, S., Dougall, N., Ford, D., Kirby, R. S., Kum, H.-C., Moorin, R., Moran, R., O'Keefe, C., Preen, D., Quan, H., Sanmartin, C., Schull, M., Smith, M., …Kotelchuck, M. (2018). A Position Statement on Population Data Science: The science of data about people. International Journal of Population Data Science, 3(1), https://doi.org/10.23889/ijpds.v3i1.415

Information is increasingly digital, creating opportunities to respond to pressing issues about human populations using linked datasets that are large, complex, and diverse. The potential social and individual benefits that can come from data-intensi... Read More about A Position Statement on Population Data Science: The science of data about people.

Are self-reported telemonitored blood pressure readings affected by end-digit preference: a prospective cohort study in Scotland (2018)
Journal Article
Parker, R. A., Paterson, M., Padfield, P., Pinnock, H., Hanley, J., Hammersley, V. S., Al-Remal, M., Steventon, A., & McKinstry, B. (2018). Are self-reported telemonitored blood pressure readings affected by end-digit preference: a prospective cohort study in Scotland. BMJ Open, 8(1), Article e019431. https://doi.org/10.1136/bmjopen-2017-019431

Objective Simple forms of blood pressure (BP) telemonitoring require patients to text readings to central servers creating an opportunity for both entry error and manipulation. We wished to determine if there was an apparent preference for particul... Read More about Are self-reported telemonitored blood pressure readings affected by end-digit preference: a prospective cohort study in Scotland.